Tianjin Key Laboratory of Food Biotechnology, College of Biotechnology and Food Science, Tianjin University of Commerce, Tianjin 300134, People's Republic of China.
Tianjin Key Laboratory of Food Biotechnology, College of Biotechnology and Food Science, Tianjin University of Commerce, Tianjin 300134, People's Republic of China.
Food Res Int. 2023 May;167:112654. doi: 10.1016/j.foodres.2023.112654. Epub 2023 Feb 28.
Based on the distinct fluorescence of piperine and tryptophan, and their different profiles in pepper and several possible adulterants, front-face synchronous fluorescence spectroscopy (FFSFS) was applied for the fast and non-invasive authentication of ground black pepper adulterated with papaya seed powder and buckwheat flour, and ground white pepper adulterated with whole wheat and maize flours. For either single adulterant or dual adulterants in the range of 10-40% w/w, prediction models were constructed based on the combination of unfolded total synchronous fluorescence spectra and partial least square (PLS) regression, and were validated by both five-fold cross-validation and external validation. The built PLS2 models produced suitable results, with most of the determination coefficients of prediction (R) greater than 0.8, the root mean square error of prediction (RMSEP) < 5% and residual predictive deviation (RPD) greater than 2. The limits of detection (LODs) were 11.1, 5.5, 10.6 and 12.0% for papaya seed powder, buckwheat, whole wheat and maize flours, respectively. Most relative prediction errors for simulated blind samples were within ± 30%. Besides, piperine in ground black and white pepper was also determined with acceptable PLS results.
基于胡椒碱和色氨酸的独特荧光及其在胡椒和几种可能掺杂物中的不同图谱,采用前向同步荧光光谱法(FFSFS)快速、非侵入式鉴别掺有番木瓜籽粉和荞麦粉的磨碎黑胡椒以及掺有全麦和玉米粉的磨碎白胡椒。对于 10-40%w/w 范围内的单一掺杂物或双掺杂物,基于展开全同步荧光光谱和偏最小二乘回归(PLS)的组合构建预测模型,并通过五重交叉验证和外部验证进行验证。所建立的 PLS2 模型产生了合适的结果,大多数预测的决定系数(R)大于 0.8,预测均方根误差(RMSEP)<5%,预测能力离差(RPD)大于 2。对于番木瓜籽粉、荞麦、全麦和玉米粉,检测限(LOD)分别为 11.1%、5.5%、10.6%和 12.0%。模拟盲样的相对预测误差大多在±30%以内。此外,磨碎黑胡椒和白胡椒中的胡椒碱也通过可接受的 PLS 结果进行了测定。